Smith attended John McEachern High School. For his senior year, Smith transferred to Oak Hill Academy. As a player for Oak Hill's basketball team, he first earned his reputation as a consummate shot-blocker, which he would maintain in the NBA. He played alongside future NBA players Randolph Morris and Dwight Howard on the highly regarded Atlanta Celtics AAU team in the summer of 2003.[